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cs.AI2026
IndicBankBench: Evaluating Safety and Reliability of Language Model Assistants in Indian Retail Banking
Suvradip Paul, Chandra Bhushan, Harsh Sharma +4
Banking assistants must use account-specific information to answer requests and, in many cases, take actions through tools. Evaluating only the final response misses important erro…
cs.AI2026
FiMI Banking: A Sovereign Model for Indian Retail Banking
NPCI AI Research Team, Aman Kumar, Asit Desai +15
Banks need conversational systems that can answer product questions, assist customers with account-related requests, and operate safely within strict operational and regulatory con…
cs.AI2026
FiMI: A Domain-Specific Language Model for Indian Finance Ecosystem
Aboli Kathar, Aman Kumar, Anusha Kamath +37
We present FiMI (Finance Model for India), a domain-specialized financial language model developed by National Payments Corporation of India (NPCI) for Indian digital payment syste…